EP1969487A4 - Auf allograph basierende schreiberanpassung für die erkennung handschriftlicher zeichen - Google Patents
Auf allograph basierende schreiberanpassung für die erkennung handschriftlicher zeichenInfo
- Publication number
- EP1969487A4 EP1969487A4 EP06845796.9A EP06845796A EP1969487A4 EP 1969487 A4 EP1969487 A4 EP 1969487A4 EP 06845796 A EP06845796 A EP 06845796A EP 1969487 A4 EP1969487 A4 EP 1969487A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- allograph
- editor
- adaptation based
- manuscript
- recognition
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/32—Digital ink
- G06V30/36—Matching; Classification
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
- G06F18/231—Hierarchical techniques, i.e. dividing or merging pattern sets so as to obtain a dendrogram
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/25—Fusion techniques
- G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/28—Determining representative reference patterns, e.g. by averaging or distorting; Generating dictionaries
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/02—Input arrangements using manually operated switches, e.g. using keyboards or dials
- G06F3/023—Arrangements for converting discrete items of information into a coded form, e.g. arrangements for interpreting keyboard generated codes as alphanumeric codes, operand codes or instruction codes
- G06F3/0233—Character input methods
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/03—Arrangements for converting the position or the displacement of a member into a coded form
- G06F3/033—Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor
- G06F3/0354—Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor with detection of two-dimensional [2D] relative movements between the device, or an operating part thereof, and a plane or surface, e.g. 2D mice, trackballs, pens or pucks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
- G06V10/7625—Hierarchical techniques, i.e. dividing or merging patterns to obtain a tree-like representation; Dendograms
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
- G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
- G06V10/809—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/14—Image acquisition
- G06V30/142—Image acquisition using hand-held instruments; Constructional details of the instruments
- G06V30/1423—Image acquisition using hand-held instruments; Constructional details of the instruments the instrument generating sequences of position coordinates corresponding to handwriting
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/19—Recognition using electronic means
- G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
- G06V30/1914—Determining representative reference patterns, e.g. averaging or distorting patterns; Generating dictionaries, e.g. user dictionaries
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Multimedia (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Software Systems (AREA)
- Medical Informatics (AREA)
- Computing Systems (AREA)
- Databases & Information Systems (AREA)
- Human Computer Interaction (AREA)
- Character Discrimination (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US11/305,968 US7646913B2 (en) | 2005-12-19 | 2005-12-19 | Allograph based writer adaptation for handwritten character recognition |
| PCT/US2006/048404 WO2007075669A1 (en) | 2005-12-19 | 2006-12-18 | Allograph based writer adaptation for handwritten character recognition |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| EP1969487A1 EP1969487A1 (de) | 2008-09-17 |
| EP1969487A4 true EP1969487A4 (de) | 2015-08-12 |
| EP1969487B1 EP1969487B1 (de) | 2019-09-04 |
Family
ID=38173552
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP06845796.9A Not-in-force EP1969487B1 (de) | 2005-12-19 | 2006-12-18 | Auf allograph basierende schreiberanpassung für die erkennung handschriftlicher zeichen |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US7646913B2 (de) |
| EP (1) | EP1969487B1 (de) |
| JP (1) | JP5255450B2 (de) |
| KR (1) | KR101411241B1 (de) |
| CN (1) | CN101331476B (de) |
| WO (1) | WO2007075669A1 (de) |
Families Citing this family (35)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| AUPR824401A0 (en) * | 2001-10-15 | 2001-11-08 | Silverbrook Research Pty. Ltd. | Methods and systems (npw002) |
| US7418128B2 (en) * | 2003-07-31 | 2008-08-26 | Microsoft Corporation | Elastic distortions for automatic generation of labeled data |
| US7646913B2 (en) * | 2005-12-19 | 2010-01-12 | Microsoft Corporation | Allograph based writer adaptation for handwritten character recognition |
| US7886266B2 (en) * | 2006-04-06 | 2011-02-08 | Microsoft Corporation | Robust personalization through biased regularization |
| US20080199084A1 (en) * | 2007-02-19 | 2008-08-21 | Seiko Epson Corporation | Category Classification Apparatus and Category Classification Method |
| CN101373519B (zh) * | 2007-08-20 | 2011-01-19 | 富士通株式会社 | 字符识别装置和方法 |
| US8116569B2 (en) * | 2007-12-21 | 2012-02-14 | Microsoft Corporation | Inline handwriting recognition and correction |
| US8255822B2 (en) * | 2007-12-21 | 2012-08-28 | Microsoft Corporation | Incorporated handwriting input experience for textboxes |
| US8064702B2 (en) * | 2007-12-21 | 2011-11-22 | Microsoft Corporation | Handwriting templates |
| US8335381B2 (en) * | 2008-09-18 | 2012-12-18 | Xerox Corporation | Handwritten word spotter using synthesized typed queries |
| US9898187B2 (en) | 2013-06-09 | 2018-02-20 | Apple Inc. | Managing real-time handwriting recognition |
| US9495620B2 (en) | 2013-06-09 | 2016-11-15 | Apple Inc. | Multi-script handwriting recognition using a universal recognizer |
| US20140363082A1 (en) * | 2013-06-09 | 2014-12-11 | Apple Inc. | Integrating stroke-distribution information into spatial feature extraction for automatic handwriting recognition |
| US9524440B2 (en) | 2014-04-04 | 2016-12-20 | Myscript | System and method for superimposed handwriting recognition technology |
| US9384403B2 (en) | 2014-04-04 | 2016-07-05 | Myscript | System and method for superimposed handwriting recognition technology |
| KR20160073146A (ko) | 2014-12-16 | 2016-06-24 | 주식회사 디오텍 | 혼동행렬을 이용한 필기인식 단어 보정 방법 및 장치 |
| US9665769B2 (en) * | 2015-08-18 | 2017-05-30 | International Business Machines Corporation | Handwriting recognition with natural user input on multitouch surfaces |
| KR102482850B1 (ko) * | 2016-02-15 | 2022-12-29 | 삼성전자 주식회사 | 전자 장치 및 전자 장치의 필체 교정 기능 제공 방법 |
| CN107239786B (zh) | 2016-03-29 | 2022-01-11 | 阿里巴巴集团控股有限公司 | 一种字符识别方法和装置 |
| DK179374B1 (en) | 2016-06-12 | 2018-05-28 | Apple Inc | Handwriting keyboard for monitors |
| WO2018092957A1 (ko) * | 2016-11-21 | 2018-05-24 | 주식회사 알고리고 | 신경망 모델에서 입력값에 대한 재학습 여부 결정 방법, 장치 및 프로그램 |
| JP2018112839A (ja) * | 2017-01-10 | 2018-07-19 | 富士通株式会社 | 画像処理プログラム、画像認識プログラム、画像処理装置、画像認識装置、画像認識方法、及び画像処理方法 |
| KR102053885B1 (ko) * | 2018-03-07 | 2019-12-09 | 주식회사 엘렉시 | 판서 분석 시스템 및 방법과 어플리케이션 |
| KR101989960B1 (ko) * | 2018-06-21 | 2019-06-17 | 가천대학교 산학협력단 | 복수 개의 기계학습 모델을 사용한 실시간 필기 인식 방법, 이를 실행시키기 위한 프로그램을 기록한 컴퓨터 판독 가능한 기록 매체 및 실시간 필기 인식 시스템 |
| CN109784330B (zh) * | 2019-01-03 | 2021-03-23 | 北京百度网讯科技有限公司 | 招牌内容识别方法、装置及设备 |
| KR20200101481A (ko) | 2019-01-28 | 2020-08-28 | 삼성전자주식회사 | 전자 장치 및 그의 필체 보정 방법 |
| KR102759947B1 (ko) * | 2019-02-22 | 2025-02-03 | 삼성전자주식회사 | 수기에 기반한 입력을 디스플레이하기 위한 방법 및 장치 |
| US11194467B2 (en) | 2019-06-01 | 2021-12-07 | Apple Inc. | Keyboard management user interfaces |
| KR20220088166A (ko) * | 2020-12-18 | 2022-06-27 | 삼성전자주식회사 | 복수의 사용자 환경에서 필기 입력 인식 방법 및 장치 |
| EP4057182A1 (de) * | 2021-03-09 | 2022-09-14 | Société BIC | Handschriftliches feedback |
| US12046061B2 (en) | 2021-06-30 | 2024-07-23 | Konica Minolta Business Solutions U.S.A., Inc. | Handwriting recognition method and apparatus employing content aware and style aware data augmentation |
| US11914673B2 (en) | 2021-10-05 | 2024-02-27 | Prince Mohammad Bin Fahd University | System to identify authorship of handwritten text based on individual alphabets |
| KR20230080120A (ko) * | 2021-11-29 | 2023-06-07 | 삼성전자주식회사 | 전자 장치 및 전자 장치에서 필기 정보 마스킹 및 언마스킹 방법 |
| CN116841451A (zh) * | 2023-07-04 | 2023-10-03 | 上海交通大学 | 基于人体电容的手部拓展触摸屏交互方法、设备、介质 |
| CN117373041A (zh) * | 2023-10-18 | 2024-01-09 | 浙江恒逸石化有限公司 | 模型训练方法、数据处理方法及相关装置 |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050018906A1 (en) * | 2001-10-15 | 2005-01-27 | Napper Jonathon Leigh | Character identification |
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| US4972496A (en) | 1986-07-25 | 1990-11-20 | Grid Systems Corporation | Handwritten keyboardless entry computer system |
| FR2604004B1 (fr) | 1986-09-11 | 1990-05-11 | Anatex | Procede de reconnaissance d'ecriture manuscrite |
| US5369737A (en) | 1988-03-21 | 1994-11-29 | Digital Equipment Corporation | Normalization of vectors associated with a display pixels of computer generated images |
| JPH02263275A (ja) | 1989-04-03 | 1990-10-26 | Kiyadeitsukusu:Kk | 手書き文字の登録パターン作成方式 |
| JPH04253259A (ja) * | 1991-01-29 | 1992-09-09 | Kawasaki Steel Corp | ニューラルネットワークの学習方法 |
| JPH04279965A (ja) * | 1991-03-07 | 1992-10-06 | Koizumi Sangyo Kk | パターン認識装置 |
| US5105468A (en) | 1991-04-03 | 1992-04-14 | At&T Bell Laboratories | Time delay neural network for printed and cursive handwritten character recognition |
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| US5544257A (en) | 1992-01-08 | 1996-08-06 | International Business Machines Corporation | Continuous parameter hidden Markov model approach to automatic handwriting recognition |
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| US5502774A (en) | 1992-06-09 | 1996-03-26 | International Business Machines Corporation | Automatic recognition of a consistent message using multiple complimentary sources of information |
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| US5528699A (en) | 1992-11-24 | 1996-06-18 | Nippondenso Co., Ltd. | Information medium recognition device |
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| US5649068A (en) * | 1993-07-27 | 1997-07-15 | Lucent Technologies Inc. | Pattern recognition system using support vectors |
| JP2673871B2 (ja) * | 1993-08-26 | 1997-11-05 | 日本アイ・ビー・エム株式会社 | ニューラル・ネットワークによるパターン認識方法及び装置 |
| DE69425412T2 (de) * | 1993-11-23 | 2001-03-08 | International Business Machines Corp., Armonk | Anlage und Verfahren zur automatischen Handschrifterkennung mittels eines benutzerunabhängigen chirographischen Labelalphabets |
| US5854855A (en) * | 1994-09-09 | 1998-12-29 | Motorola, Inc. | Method and system using meta-classes and polynomial discriminant functions for handwriting recognition |
| US5764797A (en) | 1995-04-25 | 1998-06-09 | Microsoft Corporation | Method and system for modeling handwriting using polynomials as a function of time |
| US6094506A (en) | 1995-10-25 | 2000-07-25 | Microsoft Corporation | Automatic generation of probability tables for handwriting recognition systems |
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| BR0309322A (pt) * | 2002-04-19 | 2007-03-06 | Computer Ass Think Inc | dados numéricos e/ou não numéricos misturados de processamento |
| SE0202446D0 (sv) * | 2002-08-16 | 2002-08-16 | Decuma Ab Ideon Res Park | Presenting recognised handwritten symbols |
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| AU2004271639B2 (en) * | 2003-09-05 | 2010-09-23 | Gannon Technologies Group | Systems and methods for biometric identification using handwriting recognition |
| JP4231375B2 (ja) * | 2003-10-03 | 2009-02-25 | 日本電信電話株式会社 | パターン認識装置、パターン認識方法、パターン認識プログラムおよびパターン認識プログラムを記録した記録媒体。 |
| KR100621845B1 (ko) * | 2004-04-07 | 2006-09-14 | 김계영 | 필기문자 자동인식을 통한 언어교육시스템 및 그 방법 |
| JP2005309920A (ja) * | 2004-04-23 | 2005-11-04 | Alliance Group Inc | 多数決装置及びその学習方法と多クラス識別装置 |
| US7646913B2 (en) * | 2005-12-19 | 2010-01-12 | Microsoft Corporation | Allograph based writer adaptation for handwritten character recognition |
| US7724957B2 (en) * | 2006-07-31 | 2010-05-25 | Microsoft Corporation | Two tiered text recognition |
-
2005
- 2005-12-19 US US11/305,968 patent/US7646913B2/en active Active
-
2006
- 2006-12-18 CN CN2006800471874A patent/CN101331476B/zh not_active Expired - Fee Related
- 2006-12-18 JP JP2008547437A patent/JP5255450B2/ja not_active Expired - Fee Related
- 2006-12-18 WO PCT/US2006/048404 patent/WO2007075669A1/en not_active Ceased
- 2006-12-18 EP EP06845796.9A patent/EP1969487B1/de not_active Not-in-force
- 2006-12-18 KR KR1020087013987A patent/KR101411241B1/ko not_active Expired - Fee Related
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050018906A1 (en) * | 2001-10-15 | 2005-01-27 | Napper Jonathon Leigh | Character identification |
Non-Patent Citations (7)
| Title |
|---|
| "Automated Biometrics: Technnologies and Systems", 1 January 2000, SPRINGER SCIENCE & BUSINESS MEDIA, ISBN: 978-0-79-237856-3, article DAVID ZHANG: "Automated Biometrics: Technnologies and Systems", pages: 210, XP055147396 * |
| "Handbook of character recognition and document image analysis", 1 January 1997, WORLD SCIENTIFIC PUBLISHING CO. PTE. LTD., Singapore, article LOUISA LAM ET AL: "Combination of multiple classifier decisions for optical character recognition", pages: 79 - 80, XP055200257 * |
| BHARATH A ET AL: "An Approach to Identify Unique Styles in Online Handwriting Recognition", EIGHTS INTERNATIONAL PROCEEDINGS ON DOCUMENT ANALYSIS AND RECOGNITION, IEEE, 31 August 2005 (2005-08-31), pages 775 - 779, XP010878122, ISBN: 978-0-7695-2420-7, DOI: 10.1109/ICDAR.2005.46 * |
| CHIANG J-H: "A HYBRID NEURAL NETWORK MODEL IN HANDWRITTEN WORK RECOGNITION", NEURAL NETWORKS, ELSEVIER SCIENCE PUBLISHERS, BARKING, GB, vol. 11, no. 2, 1 March 1998 (1998-03-01), pages 337 - 346, XP000668696, ISSN: 0893-6080, DOI: 10.1016/S0893-6080(98)00005-7 * |
| MATIC N ET AL: "Writer-adaptation for on-line handwritten character recognition", DOCUMENT ANALYSIS AND RECOGNITION, 1993., PROCEEDINGS OF THE SECOND IN TERNATIONAL CONFERENCE ON TSUKUBA SCIENCE CITY, JAPAN 20-22 OCT. 1993, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, 20 October 1993 (1993-10-20), pages 187 - 191, XP010135796, ISBN: 978-0-8186-4960-8, DOI: 10.1109/ICDAR.1993.395752 * |
| See also references of WO2007075669A1 * |
| VUURPIJL L ET AL: "Finding structure in diversity: a hierarchical clustering method for the categorization of allographs in handwriting", PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION. (ICDAR). ULM, GERMANY, AUG. 18 - 20, 1997; [PROCEEDINGS OF THE ICDAR], LOS ALAMITOS, IEEE COMP. SOC, US, vol. 1, 18 August 1997 (1997-08-18), pages 387 - 393, XP010244745, ISBN: 978-0-8186-7898-1, DOI: 10.1109/ICDAR.1997.619876 * |
Also Published As
| Publication number | Publication date |
|---|---|
| KR101411241B1 (ko) | 2014-06-24 |
| EP1969487A1 (de) | 2008-09-17 |
| KR20080086449A (ko) | 2008-09-25 |
| EP1969487B1 (de) | 2019-09-04 |
| JP2009520305A (ja) | 2009-05-21 |
| WO2007075669A1 (en) | 2007-07-05 |
| US20070140561A1 (en) | 2007-06-21 |
| US7646913B2 (en) | 2010-01-12 |
| CN101331476B (zh) | 2012-07-11 |
| CN101331476A (zh) | 2008-12-24 |
| JP5255450B2 (ja) | 2013-08-07 |
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